MD

Benchmarks

Task Name	Dataset Name	SOTA Result
Morphing Attack Detection	MD#4 (test)	D-EER15.31	20
Morphing Attack Detection	MD #3	D-EER4	20
Melanoma Classification	Md Dermoscopic source (train)	Recall81.56	16
Offensiveness detection	MD (test)	Accuracy83.55	14
Energy Prediction	rMD17	Aspirin MAE (meV)2.1	10
State-to-State (S2S) Prediction	MD17	S2S Prediction Error (Aspirin)6.82	9
Trajectory Generation	MD scenario	Online Cost1.61	7
Subjectivity Analysis	MD	Accuracy76.41	7
Energy and Force Prediction	rMD17 Azobenzene	Energy MAE (meV)5.4	5
Markdown conversion	MD 82 images (val)	F1 Score86.71	5
SCF convergence	MD17 ethanol	Avg Iteration Reduction68.6	3
Structure-to-Trajectory Prediction	Revised MD17	Azobenzene Deviation8.38	2
Hamiltonian Dynamics Modeling	MD 16 particles	Rec MSE (10^-7)5.78	2
Hamiltonian Dynamics Modeling	MD 4 particles	Rec MSE (10^-7)23.41	2

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